PinnedRiley LazarouinTowards Data ScienceI Generated Thousands of New Pokemon using AIand I am so, so sorry.·7 min read·Nov 27, 2020--7--7
Riley LazarouinTowards Data ScienceThe Bias-Variance TradeoffA (Nearly) Stats-Free Adventure·9 min read·Dec 10, 2021--1--1
Riley LazarouinTowards Data ScienceBayesian ThinkingHow a Statistician Reacts to Life on Venus·7 min read·Sep 19, 2020--6--6
Riley LazarouinTowards Data ScienceHow to Build a DCGAN with PyTorchA Jump-Start GAN Tutorial·11 min read·Jun 26, 2020--3--3
Riley LazarouinTowards Data SciencePyTorch and GANs: A Micro TutorialBuilding the Simplest of GANs in PyTorch·11 min read·Jun 22, 2020--5--5
Riley LazarouinTowards Data ScienceAutoencoding Generative Adversarial NetworksHow the AEGAN architecture stabilizes GAN training and prevents mode collapse·9 min read·Apr 18, 2020--4--4
Riley LazarouinTowards Data Sciencefrom sklearn import *…and other dead-giveaways that you’re a fake data scientist·9 min read·Mar 22, 2020--24--24
Riley LazarouinTowards Data ScienceWhy Do GANs Need So Much Noise?Visualizing how GANs learn in low-dimensional latent spaces·8 min read·Feb 26, 2020--1--1
Riley LazarouinTowards Data ScienceGANs and Inefficient MappingsHow GANs tie themselves in knots and why that impairs both training and quality·9 min read·Jan 27, 2020--5--5
Riley LazarouinTowards Data ScienceTraining a GAN to Sample from the Normal DistributionVisualizing the Very Basics of Generative Adversarial Networks·6 min read·Jan 12, 2020--2--2